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Modeling the supply and demand for tourism: a fully identified VECM approach

Author

Listed:
  • Allison Zhou

    (Department of Economics and University of Hawaii Economic Research Organization, University of Hawaii at Manoa)

  • Carl Bonham

    (Department of Economics and University of Hawaii Economic Research Organization, University of Hawaii at Manoa)

  • Byron Gangnes

    (Department of Economics and University of Hawaii Economic Research Organization, University of Hawaii at Manoa)

Abstract

Cointegration analysis has gradually appeared in the empirical tourism literature. However, the focus has been exclusively on the demand side, neglecting potentially-important supply-side influences and risking endogeneity bias. One reason for this omission may be the difficulty identifying structural relationships in a system setting. We estimate a vector error correction model of the supply and demand for Hawaii tourism using a theory-directed sequential reduction method suggested by Hall et al. (2002). We compare forecasts for the selected model and for two competing models. Diebold and Mariano (1995) tests for forecast accuracy demonstrate the satisfactory performance of this approach.

Suggested Citation

  • Allison Zhou & Carl Bonham & Byron Gangnes, 2007. "Modeling the supply and demand for tourism: a fully identified VECM approach," Working Papers 200717, University of Hawaii at Manoa, Department of Economics.
  • Handle: RePEc:hai:wpaper:200717
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    File URL: http://www.economics.hawaii.edu/research/workingpapers/WP_07-17.pdf
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    References listed on IDEAS

    as
    1. Pesaran, M. Hashem & Shin, Yongcheol & Smith, Richard J., 2000. "Structural analysis of vector error correction models with exogenous I(1) variables," Journal of Econometrics, Elsevier, vol. 97(2), pages 293-343, August.
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    3. Phillips, Peter C B, 1995. "Fully Modified Least Squares and Vector Autoregression," Econometrica, Econometric Society, vol. 63(5), pages 1023-1078, September.
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    Cited by:

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    2. Marisol Valencia Cárdenas & Juan Gabriel Vanegas López & Juan Carlos Correa Morales & Jorge Aníbal Restrepo Morales, 2017. "Comparing forecasts for tourism dynamics in Medellín, Colombia," Lecturas de Economía, Universidad de Antioquia, Departamento de Economía, issue 86, pages 199-230, Enero - J.
    3. Wani, M.H. & Paul, Ranjit Kumar & Bazaz, Naseer H. & Manzoor, M., 2015. "Market integration and Price Forecasting of Apple in India," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 70(2), pages 1-13.
    4. Marisol Valencia Cárdenas & Juan Gabriel Vanegas L�pez & Juan Carlos Correa Morales & Jorge An�bal Restrepo Morales, 2016. "Comparación de pronósticos para la dinámica del turismo en Medellín, Colombia," Revista Lecturas de Economía, Universidad de Antioquia, CIE, issue 86, pages 199-230.
    5. Mohammad Mohebi & Khalid Abdul Rahim & Lee Chin & Khairil Wahidin Awang, 2011. "Tax Exportability in Tourism Market," American Journal of Economics and Business Administration, Science Publications, vol. 3(2), pages 410-415, June.

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    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism

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